A new adaptive weighted imbalanced data classifier via improved support vector machines with high-dimension nature K Qi, H Yang, Q Hu, D Yang Knowledge-Based Systems 185, 104933, 2019 | 23 | 2019 |
Elastic net nonparallel hyperplane support vector machine and its geometrical rationality K Qi, H Yang IEEE Transactions on Neural Networks and Learning Systems 33 (12), 7199-7209, 2021 | 20 | 2021 |
A kind of new time-weighted nonnegative lasso index-tracking model and its application Q Chen, Q Hu, H Yang, K Qi The North American Journal of Economics and Finance 59, 101603, 2022 | 8 | 2022 |
Joint sparse principal component regression with robust property K Qi, J Tu, H Yang Expert Systems with Applications 187, 115845, 2022 | 7 | 2022 |
Joint rescaled asymmetric least squared nonparallel support vector machine with a stochastic quasi-Newton based algorithm K Qi, H Yang Applied Intelligence 52 (12), 14387-14405, 2022 | 6 | 2022 |
A novel robust nonparallel support vector classifier based on one optimization problem K Qi, H Yang Neural Computing and Applications 35 (1), 799-814, 2023 | 4 | 2023 |
Nonnegative sparse group lasso with an application in financial index tracking K Qi, H Yang Chinese Journal of Applied Probability and Statistics 37 (3), 221-240, 2021 | 3 | 2021 |
Fused robust geometric nonparallel hyperplane support vector machine for pattern classification R Gao, K Qi, H Yang Expert Systems with Applications 236, 121331, 2024 | 2 | 2024 |
LS-GNHSVM: A novel joint geometrical nonparallel hyperplane support vector machine K Qi, H Yang Expert Systems with Applications 215, 119413, 2023 | 2 | 2023 |
Capped asymmetric elastic net support vector machine for robust binary classification K Qi, H Yang International Journal of Intelligent Systems 2023 (1), 2201330, 2023 | 1 | 2023 |